Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).
☆77Sep 2, 2025Updated 6 months ago
Alternatives and similar repositories for dcpt
Users that are interested in dcpt are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The Official Implementation for paper "Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot Step-by-Step Universal Ima…☆19Oct 14, 2024Updated last year
- [arXiv 2024] LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration☆83May 28, 2025Updated 9 months ago
- [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration☆135Dec 8, 2025Updated 3 months ago
- Gradient as Conditions: Rethinking HOG for All-in-one Image Restoration☆33Updated this week
- [IEEE TPAMI 2025] A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends☆493Mar 17, 2026Updated last week
- [ECCV 2024] Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration☆106Sep 21, 2025Updated 6 months ago
- [ICLR'25] AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation☆221Dec 24, 2025Updated 3 months ago
- [NeurlPS' 25] InstructRestore: Region-Customized Image Restoration with Human Instructions☆49Oct 23, 2025Updated 5 months ago
- The official implementation of AAAI2024 paper of "Scribble Hides Class: Promoting Scribble-based Semantic Segmentation with its Class Lab…☆17Oct 10, 2024Updated last year
- The official pytorch implementation of the paper PromptHSI: Universal Hyperspectral Image Restoration Framework for Composite Degradation…☆15Feb 21, 2026Updated last month
- [TIP 2025] Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration☆26Dec 10, 2025Updated 3 months ago
- [ICCV 2025] FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration☆223Nov 26, 2025Updated 3 months ago
- Official repository of the CVPR 2025 paper: Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks.☆34May 29, 2025Updated 9 months ago
- all-in-one image restoration☆55Aug 13, 2025Updated 7 months ago
- ☆18Aug 7, 2025Updated 7 months ago
- [NeurIPS2024 Spotlight] Real-world Image Dehazing with Coherence-based Pseudo Labeling and Cooperative Unfolding Network☆75Dec 20, 2025Updated 3 months ago
- Official repository for paper: Exploring the Low-Pass Filtering Behavior in Image Super-Resolution☆41Jul 11, 2024Updated last year
- A list of awesome all-in-one image restoration methods. Updating...!☆95Jun 9, 2025Updated 9 months ago
- This is a summary of research on All-In-One Image/Video Restoration. There may be omissions. If anything is missing please get in touch w…☆234Jan 14, 2025Updated last year
- ☆111Feb 6, 2025Updated last year
- Devil is in the Uniformity: Exploring Diverse Learners within Transformer for Image Restoration☆26Aug 13, 2025Updated 7 months ago
- PyTorch implementation of ECCV 2024 paper "Confidence-Based Iterative Generation for Real-World Image Super-Resolution"☆16Nov 17, 2024Updated last year
- Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration☆55Jul 13, 2025Updated 8 months ago
- [ECCV 2024] UniProcessor: A Text-induced Unified Low-level Image Processor☆26Dec 26, 2024Updated last year
- DSwinIR: Rethinking Window-based Attention for Image Restoration☆56Dec 16, 2025Updated 3 months ago
- Maximize Efficiency, Elevate Accuracy: Slash GPU Hours by Half with Efficient Pre-training!☆70Apr 23, 2024Updated last year
- (TMLR 2026) The official Pytorch Implementation of AnyIR for All in One Image Restoration☆38Feb 24, 2026Updated last month
- [ECCV 2024] InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR☆714Sep 26, 2024Updated last year
- GitHub repository for our project "Efficient Degradation-aware Any Image Restoration"☆31Mar 4, 2025Updated last year
- ☆28Nov 28, 2025Updated 3 months ago
- PyTorch implementation for Test-Time Degradation Adaptation for Open-Set Image Restoration (ICML 2024, Spotlight)☆19Jul 15, 2024Updated last year
- ☆27Jan 30, 2024Updated 2 years ago
- [WACV 2025 oral] All-in-One Image Compression and Restoration.☆30Dec 18, 2025Updated 3 months ago
- PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]☆506Apr 28, 2024Updated last year
- [NeurIPS 2024]Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs☆37Dec 3, 2024Updated last year
- The Local Attribution Map (LAM) is an interpretability tool for super-resolution reconstruction tasks. 局部归因图(Local Attribution Map,LAM)是一…☆24May 24, 2025Updated 10 months ago
- [ECCV 2024] Histoformer: Restoring Images in Adverse Weather Conditions via Histogram Transformer☆221Oct 10, 2024Updated last year
- ☆54Dec 31, 2023Updated 2 years ago
- [CVPR 2025] Learning Hazing to Dehazing: Towards Realistic Haze Generation for Real-World Image Dehazing☆78Jun 1, 2025Updated 9 months ago